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12/27/2022
Voice conversion with limited data and limitless data augmentations
Applying changes to an input speech signal to change the perceived speak...
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05/21/2021
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters
Loops, seamlessly repeatable musical segments, are a cornerstone of mode...
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09/21/2020
A Deep Learning Based Analysis-Synthesis Framework For Unison Singing
Unison singing is the name given to an ensemble of singers simultaneousl...
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08/17/2020
Deep Learning Based Source Separation Applied To Choir Ensembles
Choral singing is a widely practiced form of ensemble singing wherein a ...
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02/12/2020
Content Based Singing Voice Extraction From a Musical Mixture
We present a deep learning based methodology for extracting the singing ...
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11/25/2019
Neural Percussive Synthesis Parameterised by High-Level Timbral Features
We present a deep neural network-based methodology for synthesising perc...
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04/10/2019
A Framework for Multi-f0 Modeling in SATB Choir Recordings
Fundamental frequency (f0) modeling is an important but relatively unexp...
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03/26/2019
WGANSing: A Multi-Voice Singing Voice Synthesizer Based on the Wasserstein-GAN
We present a deep neural network based singing voice synthesizer, inspir...
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03/18/2019
A Vocoder Based Method For Singing Voice Extraction
This paper presents a novel method for extracting the vocal track from a...
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07/09/2018